Random Forest Nowcast and Forecast

Boosted Trees Nowcast and Forecast

Maxnet Trees Nowcast and Forecast

GAM Nowcast and Forecast

GLM Nowcast and Forecast

Metrics

Metrics by model type
model_type accuracy boyce_cont roc_auc tss_max
rf 0.9449664 0.8614950 0.9776612 0.9414286
bt 0.8000000 0.9701172 0.8821592 0.6280000
maxnet 0.6268456 0.8004799 0.7578980 0.4791429
gam 0.7436242 NA NA NA
glm 0.6442953 NA NA NA

Variable Importance